Murdoch Business School, Murdoch University, Perth, WA, 6150, Australia.
Department of Statistics, Jagannath University, Dhaka-1100, Bangladesh.
Reprod Health. 2023 Mar 13;20(1):43. doi: 10.1186/s12978-023-01595-y.
Inequality in maternal health has remained a challenge in many low-income countries, like Bangladesh and Pakistan. The study examines within-country and between-country inequality in utilization of maternal healthcare services for Bangladesh and Pakistan.
The study used the latest Demographic Health Surveys (DHS, 2017-2018) datasets of Bangladesh and Pakistan for women aged 15-49 years who had given at least one live birth in three years preceding the survey. Equity strata were identified from the literature and conformed by binary logistic regressions. For ordered equity strata with more than two categories, the relative concentration index (RCI), absolute concentration index (ACI) and the slope index of inequality (SII) were calculated to measure inequalities in the utilization of four maternal healthcare services. For two-categories equity strata, rate ratio (RR), and rate difference (RD) were calculated. Concentration curves and equiplots were constructed to visually demonstrate inequality in maternal healthcare services.
In Bangladesh, there was greater inequality in skilled birth attendance (SBA) based on wealth (RCI: 0.424, ACI: 0.423, and SII: 0.612), women's education (RCI: 0.380, ACI: 0.379 and SII: 0.591), husband's education (RCI: 0.375, ACI: 0.373 and SII: 0.554) and birth order (RCI: - 0.242, ACI: - 0.241, and SII: -0.393). According to RCI, ACI, and SII, there was inequality in Pakistan for at least four ANC visits by the skilled provider based on wealth (RCI: 0.516, ACI: 0.516 and SII: 0.738), women's education (RCI: 0.470, ACI: 0.470 and SII: 0.757), and husband's education (RCI: 0.380, ACI: 0.379 and SII: 0.572). For Bangladesh, the RR (1.422) and RD (0.201) imply more significant urban-rural inequality in SBA. In Pakistan, urban-rural inequality was greater for at least four ANC visits by the skilled provider (RR: 1.650 and RD 0.279).
Inequality in maternal healthcare is greater among the underprivileged group in Pakistan than in Bangladesh. In Bangladesh, the SBA is the most inequitable maternal healthcare, while for Pakistan it is at least four ANC visits by the skilled provider. Customized policies based on country context would be more effective in bridging the gap between the privileged and underprivileged groups.
在许多低收入国家,如孟加拉国和巴基斯坦,产妇健康方面的不平等仍然是一个挑战。本研究旨在考察孟加拉国和巴基斯坦国内和国家间利用产妇保健服务的不平等情况。
本研究使用了孟加拉国和巴基斯坦最新的人口健康调查(DHS,2017-2018 年)数据集,调查对象为在调查前三年至少生育过一次的 15-49 岁的妇女。公平阶层是根据文献确定的,并通过二元逻辑回归进行了验证。对于具有两个以上类别的有序公平阶层,计算了相对集中指数(RCI)、绝对集中指数(ACI)和不平等斜率指数(SII),以衡量四种产妇保健服务利用方面的不平等。对于两个类别的公平阶层,计算了比率比(RR)和差异率(RD)。构建集中曲线和等距图来直观地展示产妇保健服务的不平等。
在孟加拉国,基于财富(RCI:0.424、ACI:0.423 和 SII:0.612)、妇女教育(RCI:0.380、ACI:0.379 和 SII:0.591)、丈夫教育(RCI:0.375、ACI:0.373 和 SII:0.554)和出生顺序(RCI:-0.242、ACI:-0.241 和 SII:-0.393),熟练助产人员的接生服务方面存在更大的不平等。根据 RCI、ACI 和 SII,在巴基斯坦,基于财富(RCI:0.516、ACI:0.516 和 SII:0.738)、妇女教育(RCI:0.470、ACI:0.470 和 SII:0.757)和丈夫教育(RCI:0.380、ACI:0.379 和 SII:0.572),熟练提供者至少进行四次 ANC 访问方面存在不平等。对于孟加拉国,RR(1.422)和 RD(0.201)表明熟练助产人员接生服务的城乡不平等更为显著。在巴基斯坦,熟练提供者至少进行四次 ANC 访问的城乡不平等更大(RR:1.650 和 RD 0.279)。
在巴基斯坦,产妇保健方面的不平等在贫困群体中比在孟加拉国更为严重。在孟加拉国,熟练助产人员的接生服务是最不平等的产妇保健服务,而在巴基斯坦,熟练提供者至少进行四次 ANC 访问是最不平等的。基于国家背景制定的定制政策将更有效地弥合特权和贫困群体之间的差距。